Faculty of Information Technology, BUT

Specialization Details

Computer vision

Abbreviation: NVIZ

Length of Study: 2 years

Min. Credits: 120

Degree Programme: Information Technology and Artificial Inteligence

Language of Instruction: Czech

Form of Study: full-time

Accredited from: 2019 Accredited till: 2029

Profile
The goal of the study is to teach students knowledge and skills in the field of computer vision and related subjects. The tought knowledge includes the geometry of cameras, image formation and necessary basics of machine learning and artificial intelligence. The graduates will be ready to develop systems of computer vision and apply them in the practice.
Key learning outcomes
Obtaining knowledge about image formation in a camera, about image processing and machine learning used in computer vision. Obtaining practical experience with development of image processing and computer vision systems.
Extent of the final state examinations
Occupational profiles of graduates with examples
The achieved knowledge includes:
  • knowledge of image processing, usage of software libraries for image processing, development of image processing algorithms,
  • knowledge of basic tasks of computer vision: detection, classification, geometric scene understanding, segmentation, etc.
  • practical experience with development of computer vision systems for solving particular tasks.

Examples of theses
  • Reconstruction of 3D information about automobiles observed by a surveillance camera
  • Optical localization of very distant targets in a multi-camera system
  • Counting pedestrians in video
  • Deep neural networks for face recognition in video
  • Recognition of historical texts by using deep neural networks
  • Deblurring of X-ray images with geometric blur
  • Estimation of personality characteristics from video
Guarantor

Choose academic year and curriculum

1. year of study, winter semester

AbbrvTitleCredDutyCompl
AVSComputation Systems Architectures5CCr+Ex
MSPStatistics and Probability6CEx
SUIArtificial Intelligence and Machine Learning5CEx
TINTheoretical Computer Science7CCr+Ex
UPAData Storage and Preparation5CEx

1. year of study, summer semester

AbbrvTitleCredDutyCompl
FLPFunctional and Logic Programming5CCr+Ex
PRLParallel and Distributed Algorithms5CCr+Ex

2. year of study, winter semester

AbbrvTitleCredDutyCompl
SEPSemester Project5CClCr

2. year of study, summer semester

AbbrvTitleCredDutyCompl
DIPMaster's Thesis13CCr

all years of study, winter semester

AbbrvTitleCredDutyCompl
GZNGraphical and Sound Interfaces and Standards5CEx
PGRComputer Graphics5CEx
POVaComputer Vision (in English)5CEx
AEUEnglish for Europe3ECr+Ex
AGSAgents and Multiagent Systems5EEx
AISInformation Systems Analysis and Design5ECr+Ex
BAYaBayesian Models for Machine Learning (in English)5EEx
BIOBiometric Systems5ECr+Ex
BISInformation System Security5ECr+Ex
BMSWireless and Mobile Networks5ECr+Ex
CCSDesign and Security of Enterprise Networks5EClCr
CZSaDigital Signal Processing (in English)5EEx
C3PTroubleshooting and Maintaining Cisco IP Networks (TSHOOT) *)5EClCr
EIPEconomics of Information Products5EEx
SAVStatic Analysis and Verification5ECr+Ex
FCEEnglish: Practical Course of Business Conversation and Presentation3ECr
FITHistory and Philosophy of Technology3ECr
GALGraph Algorithms5EEx
GJAGraphical User Interfaces in Java5ECr+Ex
GMUGraphic and Multimedia Processors5ECr+Ex
GUXGraphical User Interfaces in X Window System5EEx
HSCHardware/Software Codesign5ECr+Ex
MOGMolecular Genetics3EEx
PBIAdvanced Bioinformatics4EEx
PCGParallel Computations on GPU5EEx
PCSAdvanced Digital Systems5EEx
PDBAdvanced Database Systems5ECr+Ex
PDIDistributed Application Environment5EEx
PGPaAdvanced Computer Graphics (in English)5EEx
PKSAdvanced Communication Systems5ECr+Ex
PP2Project Practice 25EClCr
ROBaRobotics (in English)5EEx
RTSaReal-Time Systems (in English)5EEx
SEMSensors and measurement5ECr+Ex
SFCSoft Computing5ECr+Ex
SINIntelligent Systems5EEx
SLALinear Algebra6ECr+Ex
SRIStrategic Management of Information Systems5EEx
TAMaApplication Development for Mobile Devices (in English)5EClCr
THEGame Theory5ECr+Ex
VINComputer Art5EClCr
VYPaCompiler Construction (in English)5EEx
ZPJaNatural Language Processing (in English)5EEx
ZPXProfessional Practice, Abroad5ECr
ZZNKnowledge Discovery in Databases5ECr+Ex

all years of study, summer semester

AbbrvTitleCredDutyCompl
KNNConvolutional neural networks5CClCr
MTIaModern Trends in Informatics (in English)4CClCr
VGEComputational Geometry5CEx
ZPOImage Processing5CEx
ALGAlgebra5ECr+Ex
PPPPractical Parallel Programming5ECr+Ex
ATAAutomated Testing and Dynamic Analysis5EEx
BIFBioinformatics5EEx
BINBio-Inspired Computers5EEx
BZASecure Hardware Devices5EEx
CPSaCyber-Physical Systems Design (in English)5EEx
CSOaCCNA Cybersecurity Operations (in English)5EClCr
C1PImplementing Cisco IP Routing (ROUTE) *)5EClCr
C2PImplementing Cisco IP Switched Networks (SWITCH) *)5EClCr
DFAaDigital Forensics (in English)5EEx
DJADynamic Languages5EEx
EVOApplied Evolutionary Algorithms5EEx
FIKPhilosophy and the Culture3ECr
FVSFunctional Verification of Digital Systems5EEx
FYOPhysical Optics5EEx
GISGeographical Information Systems *)5ECr+Ex
HKOCommunication and Presentation Skills3ECr
HVRLeadership and Time Management3ECr
SURMachine Learning and Recognition5EEx
JA3Conversation through Hot Current Issues3ECr+Ex
KKOData Coding and Compression5ECr+Ex
KRYCryptography5ECr+Ex
LOGLogic5ECr+Ex
MMATMatrices and Tensors Calculus5ECr+Ex
MPRProject Management5ECr+Ex
MULMultimedia5EEx
NAVDesign of Embedded Systems5EEx
NSBProjecting, Administration and Security5ECr+Ex
PDSData Communications, Computer Networks and Protocols5EEx
MBAModel-Based Analysis5EEx
PISAdvanced Information Systems5ECr+Ex
PMAProject Manager5EClCr
POSAdvanced Operating Systems5EEx
PP1Project Practice 15ECr
PRMFundamentals of Law3ECr
RETRhetoric3ECr
SLOaComplexity (in English)5EEx
SNTSimulation Tools and Techniques5ECr+Ex
SPPFault Tolerant Systems5ECr+Ex
TOIPrinciples and Design of IoT5ECr+Ex
UXIaUser Experience and Design of User Interfaces and Services (in English)5EClCr
VIZaVisualization and CAD (in English)5EClCr
VNVHigh Performance Computations5EEx
VYFComputational Photography5EClCr
WAPInternet Applications5ECr+Ex
ZRESpeech Signal Processing5EEx
Course is not open in this academic year
Compl: Course completion: Ex - examination, Cr - credit, ClCr - classified credit, Co - colloquium
Duty: C - compulsory, CEx - compulsory-elective group x, R - recommended, E - elective
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